Applications
SnapNETS: Automatic Segmentation of Network Sequences with Node Labels | |
Sorour E. Amiri, Liangzhe Chen, B. Aditya Prakash |
Artificial Intelligence and the Web
POI2Vec: Geographical Latent Representation for Predicting Future Visitors | |
Shanshan Feng, Gao Cong, Bo An, Yeow Meng Chee |
Random-Radius Ball Method for Estimating Closeness Centrality | |
Wataru Inariba, Takuya Akiba, Yuichi Yoshida |
Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems | |
Yishuang Ning, Jia Jia, Zhiyong Wu, Runnan Li, Yongsheng An, Yanfeng Wang, Helen Meng |
Game Theory and Economic Paradigms
Market Pricing for Data Streams | |
Melika Abolhassani, Hossein Esfandiari, MohammadTaghi Hajiaghayi, Brendan Lucier, Hadi Yami |
Automated Design of Robust Mechanisms | |
Michael Albert, Vincent Conitzer, Peter Stone |
Incentivising Monitoring in Open Normative Systems | |
Natasha Alechina, Joseph Y. Halpern, Ian A. Kash, Brian Logan |
Envy-Free Mechanisms with Minimum Number of Cuts | |
Reza Alijani, Majid Farhadi, Mohammad Ghodsi, Masoud Seddighin, Ahmad S. Tajik |
Strategic Signaling and Free Information Disclosure in Auctions | |
Shani Alkoby, David Sarne, Igal Milchtaich |
Complexity of Manipulating Sequential Allocation | |
Haris Aziz, Sylvain Bouveret, Jérôme Lang, Simon Mackenzie |
Algorithms for Max-Min Share Fair Allocation of Indivisible Chores | |
Haris Aziz, Gerhard Rauchecker, Guido Schryen, Toby Walsh |
Security Games on a Plane | |
Jiarui Gan, Bo An, Yevgeniy Vorobeychik, Brian Gauch |
Vote Until Two of You Agree: Mechanisms with Small Distortion and Sample Complexity | |
Stephen Gross, Elliot Anshelevich, Lirong Xia |
Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack | |
Xiaohong Li, Shuxin Li, Jianye Hao, Zhiyong Feng, Bo An |
Revenue Maximization for Finitely Repeated Ad Auctions | |
Jiang Rong, Tao Qin, Bo An, Tie-Yan Liu |
Mechanism Design for Multi-Type Housing Markets | |
Sujoy Sikdar, Sibel Adali, Lirong Xia |
Proper Proxy Scoring Rules | |
Jens Witkowski, Pavel Atanasov, Lyle H. Ungar, Andreas Krause |
Heuristic Search and Optimization
Embedded Bandits for Large-Scale Black-Box Optimization | |
Abdullah Al-Dujaili, S. Suresh |
Reactive Dialectic Search Portfolios for MaxSAT | |
Carlos Ansótegui, Josep Pon, Meinolf Sellmann, Kevin Tierney |
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates | |
Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Annette Shoemaker |
Human-Aware Artificial Intelligence
Examples-Rules Guided Deep Neural Network for Makeup Recommendation | |
Taleb Alashkar, Songyao Jiang, Shuyang Wang, Yun Fu |
Predicting Latent Narrative Mood Using Audio and Physiologic Data | |
Tuka Waddah AlHanai, Mohammad Mahdi Ghassemi |
Humans and Artificial Intelligence
The Benefit in Free Information Disclosure When Selling Information to People | |
Shani Alkoby, David Sarne |
Knowledge Representation and Reasoning
On the Computation of Paracoherent Answer Sets | |
Giovanni Amendola, Carmine Dodaro, Wolfgang Faber, Nicola Leone, Francesco Ricca |
Polynomially Bounded Logic Programs with Function Symbols: A New Decidable | |
Vernon Asuncion, Yan Zhang, Heng Zhang |
Machine Learning Applications
Explicit Defense Actions Against Test-Set Attacks | |
Scott Alfeld, Xiaojin Zhu, Paul Barford |
Personalized Donor-Recipient Matching for Organ Transplantation | |
Jinsung Yoon, Ahmed M. Alaa, Martin Cadeiras, Mihaela van der Schaar |
Machine Learning Methods
Learning Bayesian Networks with Incomplete Data by Augmentation | |
Tameem Adel, Cassio P. de Campos |
Unsupervised Domain Adaptation with a Relaxed Covariate Shift Assumption | |
Tameem Adel, Han Zhao, Alexander Wong |
Scalable Optimization of Multivariate Performance Measures in Multi-instance Multi-label Learning | |
Apoorv Aggarwal, Sandip Ghoshal, Ankith M. S. Shetty, Suhit Sinha, Ganesh Ramakrishnan, Purushottam Kar, Prateek Jain |
The Bernstein Mechanism: Function Release under Differential Privacy | |
Francesco Aldà, Benjamin I. P. Rubinstein |
Heavy-Tailed Analogues of the Covariance Matrix for ICA | |
Joseph Anderson, Navin Goyal, Anupama Nandi, Luis Rademacher |
Fast Generalized Distillation for Semi-Supervised Domain Adaptation | |
Shuang Ao, Xiang Li, Charles X. Ling |
Denoising Criterion for Variational Auto-Encoding Framework | |
Daniel Im Jiwoong Im, Sungjin Ahn, Roland Memisevic, Yoshua Bengio |
Efficient Ordered Combinatorial Semi-Bandits for Whole-Page Recommendation | |
Yingfei Wang, Hua Ouyang, Chu Wang, Jianhui Chen, Tsvetan Asamov, Yi Chang |
Multiagent Systems
Improving Surveillance Using Cooperative Target Observation | |
Rashi Aswani, Sai Krishna Munnangi, Praveen Paruchuri |
Kont: Computing Tradeoffs in Normative Multiagent Systems | |
Ozgur Kafali, Nirav Ajmeri, Munindar P. Singh |
Natural Language Processing and Knowledge Representation
Prerequisite Skills for Reading Comprehension: Multi-Perspective Analysis of MCTest Datasets and Systems | |
Saku Sugawara, Hikaru Yokono, Akiko Aizawa |
Natural Language Processing and Machine Learning
Distinguish Polarity in Bag-of-Words Visualization | |
Yusheng Xie, Zhengzhang Chen, Ankit Agrawal, Alok Choudhary |
Planning and Scheduling
Plan Reordering and Parallel Execution — A Parameterized Complexity View | |
Meysam Aghighi, Christer Bäckström |
Incorporating Domain-Independent Planning Heuristics in Hierarchical Planning | |
Vikas Shivashankar, Ron Alford, David W. Aha |
Reasoning under Uncertainty
Minimal Undefinedness for Fuzzy Answer Sets | |
Mario Alviano, Giovanni Amendola, Rafael Peñaloza |
Robotics
Deep Learning Quadcopter Control via Risk-Aware Active Learning | |
Olov Andersson, Mariusz Wzorek, Patrick Doherty |
Latent Dirichlet Allocation for Unsupervised Activity Analysis on an Autonomous Mobile Robot | |
Paul Duckworth, Muhannad Alomari, James Charles, David C. Hogg, Anthony G. Cohn |
Search and Constraint Satisfaction
RQUERY: Rewriting Natural Language Queries on Knowledge Graphs to Alleviate the Vocabulary Mismatch Problem | |
Saeedeh Shekarpour, Edgard Marx, Sören Auer, Amit Sheth |
Vision
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning | |
Christian Szegedy, Sergey Ioffe, Vincent Vanhoucke, Alexander A Alemi |
Special Track on Cognitive Systems
Natural Language Acquisition and Grounding for Embodied Robotic Systems | |
Muhannad Alomari, Paul Duckworth, David C. Hogg, Anthony G. Cohn |
Towards Continuous Scientific Data Analysis and Hypothesis Evolution | |
Yolanda Gil, Daniel Garijo, Varun Ratnakar, Rajiv Mayani, Ravali Adusumilli, Hunter Boyce, Arunima Srivastava, Parag Mallick |
Flexible Model Induction through Heuristic Process Discovery | |
Pat Langley, Adam Arvay |
EAAI Symposium Poster Papers
AI Projects for Computer Science Capstone Classes (Extended Abstract) | |
Matthew E. Taylor, Sakire Arslan Ay |
EAAI Model AI Assignments
Model AI Assignments 2017 | |
Todd W. Neller, Joshua Eckroth, Sravana Reddy, Joshua Ziegler, Jason Bindewald, Gilbert Peterson, Thomas Way, Paula Matuszek, Lillian Cassel, Mary-Angela Papalaskari, Carol Weiss, Ariel Anders, Sertac Karaman |
Senior Member Blue Sky
The AI Rebellion: Changing the Narrative | |
David W. Aha, Alexandra Coman |
Student Abstracts
Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning | |
Piotr Antonik, Marc Haelterman, Serge Massar |
Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback | |
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar |
Improving Greedy Best-First Search by Removing Unintended Search Bias (Extended Abstract) | |
Masataro Asai, Alex Fukunaga |
Frame-Based Ontology Alignment | |
Luigi Asprino, Valentina Presutti, Aldo Gangemi, Paolo Ciancarini |
Wikitop: Using Wikipedia Category Network to Generate Topic Trees | |
Saravana Kumar, Prasath Rengarajan, Arockia Xavier Annie |
A Systematic Practice of Judging the Success of a Robotic Grasp Using Convolutional Neural Network | |
Hengshuang Liu, Pengcheng Ai, Junling Chen |
Doctoral Consortium
Explainable Image Understanding Using Vision and Reasoning | |
Somak Aditya |
Problem Formulation for Accommodation Support in Plan-Based Interactive Narratives | |
Adam Amos-Binks |
An Evolutionary Algorithm Based Framework for Task Allocation in Multi-Robot Teams | |
Muhammad Usman Arif |
What's Hot
Automated Negotiating Agents Competition (ANAC) | |
Catholijn M. Jonker, Reyhan Aydogan, Tim Baarslag, Katsuhide Fujita, Takayuki Ito, Koen Hindriks |
Demonstrations
Natural Language Dialogue for Building and Learning Models and Structures | |
Ian Perera, James F. Allen, Lucian Galescu, Choh Man Teng, Mark Burstein, Scott Friedman, David McDonald, Jeffrey Rye |
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